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Nutz95/CursorCodingSkills

>- SOLID CUDA 13 / GPU pipeline guardrails for Python+CUDA apps (e.g. NVDEC): concrete typing at boundaries, small modules, explicit device/resource lifetimes, no silent Any leakage. Use when editing CUDA 13, PyNvCodec, GPU decode/inference code.

What is CursorCodingSkills?

CursorCodingSkills is a Cursor agent skill that >- SOLID CUDA 13 / GPU pipeline guardrails for Python+CUDA apps (e.g. NVDEC): concrete typing at boundaries, small modules, explicit device/resource lifetimes, no silent Any leakage. Use when editing CUDA 13, PyNvCodec, GPU decode/inference code.

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npx skills add https://github.com/Nutz95/CursorCodingSkills/tree/HEAD/skills/solid-cuda-13

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Documentation

SOLID CUDA 13

Hard limits

  • Max 400 lines per source file when practical
  • Max 30 methods per class
  • Keep decoder / pipeline / telemetry modules separate

Typing & boundaries

  • Prefer concrete types over Any at public boundaries
  • Wrap vendor SDK objects behind narrow adapters
  • Name GPU resources clearly (surface, decoder, stream)
  • Document device ownership and reset/reopen behavior

Reliability

  • Treat stream reconnect / decoder reset as first-class paths
  • Fail with explicit errors; do not swallow CUDA init failures
  • Keep CPU orchestration thin; heavy work stays on device code paths

Checklist

  • No new Any at API boundaries without a typed wrapper plan
  • Resource lifetime (create/reset/close) is obvious
  • File/module stays focused on one GPU concern

Individual skills in this repo

This repo contains 3 individual skills — each has its own dedicated page.

Nutz95/CursorCodingSkills

>- SOLID Batch (.bat/.cmd) guardrails: thin wrappers around PowerShell/Python, setlocal, explicit errorlevel checks, no secrets. Use when editing Windows launchers or portable package entrypoints.

Nutz95/CursorCodingSkills

>- SOLID C++ / ESP32 firmware guardrails: file/class size, no nested classes, strict DI at composition roots, no UNIT_TEST / test ifdefs in production headers (and avoid them in .cpp), no hardcoded secrets, one type per public header, public API /// comments, dual-core radio pinning (PRO_CPU 0 / APP_CPU 1), FreeRTOS-safe patterns. Use when editing ESP-IDF, Arduino-ESP32, PlatformIO firmware, or ESP-NOW / BLE / Wi-Fi tasks.

Nutz95/CursorCodingSkills

>- SOLID Docker/Compose guardrails: small Dockerfiles, non-root when practical, no secrets in images, pinned base tags, clear multi-stage builds. Use when editing Dockerfile or compose files.

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